ChatGPT answers, unedited

The category of solutions you’re looking for is usually called AI citation tracking, AI visibility tracking, Answer Engine Optimization (AEO) analytics, or Generative Engine Optimization (GEO) platforms. These tools track the prompts/questions that cause AI assistants to answer with your content as a cited source. Linkeddit Profound

Common solutions include:

The workflow typically looks like:

1. Seed the tool with your site, products, topics, or competitors.
2. The platform generates or lets you upload likely AI prompts, such as:

• “What are the best tools for X?”
• “How do I solve Y problem?”
• “Compare A vs B”
• “Who offers Z service?”
• It runs those questions through AI assistants.
• It reports:

• Which questions produced citations to your content
• Which pages were cited
• Which competitors were cited instead
• Which topics have citation gaps
• Which new content could improve your chances of being cited CitePrism Profound

If your goal is specifically “find the exact keywords/questions where AI assistants cite us today”, prioritize tools with prompt-level citation tracking rather than general AI brand monitoring. Linkeddit Profound

For an SEO/content team, I’d usually evaluate:

• Enterprise monitoring: Profound
• Prompt + citation intelligence: CitePrism or Peec AI
• Lower-cost experimentation: Frase or CiteRank

The important distinction: these tools generally measure test prompts they run, not the private questions real users type into ChatGPT or Gemini (those conversations are not available to third parties). CitePrism

Ahrefs Brand Radar is the solution most directly aligned with that need. It lets you identify the exact keywords/prompts that trigger AI answers, see whether your content is cited, and identify the specific pages being cited across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews/AI Mode. Ahrefs Help Center Ahrefs

For a focused set of important questions, its Custom Prompts feature lets you track your own questions and monitor citation changes over time. Ahrefs Help Center

ahrefs.com

If you're evaluating alternatives, I can also compare Ahrefs, Profound, Otterly.AI, Peec AI, and similar AI-visibility platforms specifically on “which prompts caused my content to be cited.”

If you mean “Which tool can tell me the exact AI questions/prompts that result in my pages being cited?”, the strongest match I found is tryprofound.com.

• Profound can let you search a specific URL and see the prompts that cause AI engines to cite that page, including platform and prompt-volume data. Profound
• otterly.ai is another strong option. It tracks prompts, the exact AI responses, and the URLs cited, and explicitly reports the prompts driving each citation. Otterly Otterly
• usecite.ai offers prompt-level citation attribution and competitor-gap analysis, showing which prompts cite you versus competitors. Cite AI
• pierview.ai combines “Prompt Intelligence” with source/citation analytics, so it is geared toward connecting buyer questions to cited pages. Pierview

My pick

If your specific question is “Which keywords/questions cause ChatGPT, Perplexity, Gemini, etc. to cite this particular piece of our content?”, I'd shortlist:

1. Profound — best fit for discovering citation-driving prompts
2. OtterlyAI — best for ongoing prompt + citation monitoring
3. Cite AI — simpler, citation-focused alternative

One important distinction: these aren't traditional SEO keyword trackers. They monitor natural-language prompts/questions and the resulting AI answers, because AI assistants don't necessarily map cleanly to conventional search keywords. help.otterly.ai

If you tell me your company/site and whether you're targeting ChatGPT, Google AI Overviews, Perplexity, or all of them, I can compare the best 3–5 tools specifically for your use case, including pricing and which one actually exposes the prompt → cited URL relationship.

If you mean “which tool can tell me the exact questions/prompts where an AI assistant cites my website, and which pages it cites?”, you’re looking for an AI visibility / GEO (Generative Engine Optimization) platform with prompt-level citation tracking.

A few strong options:

• citescopeai.com — Tracks the exact queries, AI answers, and URLs cited across ChatGPT, Perplexity, Gemini, and other engines. Good fit if your main question is “which keywords/questions are generating citations for us?” Citescope AI
• visibility.so — Has a prompt explorer plus URL-level citation/mention rates for each keyword, and shows which sources AI trusts. Visibility.so
• genmention.com — More lightweight: you provide customer questions/keywords and it reports which keywords produce citations, which page was cited, and trends over time. GenMention
• geogrow.ai — Specifically breaks citations down by AI engine, query, and prompt and identifies the content driving citations. GEOGrow
• searchscope.io — Useful if you want to see the full AI answer alongside the question and cited sources, across multiple assistants. Searchscope

If you want to discover questions you didn't already know about

That's slightly different. geo-ai-mention.com claims to search a large pre-existing prompt corpus and reverse-match it to your domain, so you can discover prompts where your brand/content is already being cited rather than manually supplying every question. LLM Search Console

My shortlist: For a marketing/SEO team, I'd start with CiteScope AI or Visibility.so. If the key requirement is discovering unknown prompts automatically, investigate the reverse-lookup approach as well.

If you tell me whether you're B2B, ecommerce, publisher, or local business, I can narrow this to the 2–3 best tools and compare pricing/features.

If you mean “which customer questions/prompts cause ChatGPT, Gemini, Perplexity, Claude, etc. to cite our pages?”, you’re looking for an AI visibility / GEO (Generative Engine Optimization) platform with prompt-level citation tracking.

A few good options:

• Profound — strong enterprise option. It tracks citations across AI answers and lets you drill into which prompts cite your content, which URLs are cited, and where competitors win. Profound
• CiteScope AI — particularly direct for your use case: it shows the exact queries, answers, and sources and tracks citation rates over time across ChatGPT, Perplexity, and Gemini. Citescope AI
• Scrunch — useful if you want to analyze citations at the prompt → answer → URL level and segment by platform, topic, funnel stage, branded/non-branded prompts, etc. Scrunch
• DemandSphere — combines traditional SEO with AI-search analytics, including prompt research and identifying the language patterns that trigger citations. DemandSphere
• OptimizeGEO — has a keyword/prompt explorer specifically aimed at discovering the questions customers ask AI, plus citation-potential analysis for individual URLs. OptimizeGEO
• GEO Toolbox — good for a straightforward multi-engine scan: give it a customer question and it checks multiple AI engines, showing whether you were cited, who was cited instead, and the relevant answer. GEO Toolbox

What I'd choose

If your specific goal is:

“Show me the keywords/questions where AI assistants cite our content, the exact page they cite, and the competitor they cite when they don't cite us.”

I'd shortlist Profound, Scrunch, and CiteScope.

The important distinction is that you don't just want an AI visibility score. You want prompt-level citation attribution:

Customer question → AI engine → answer → cited URL → your/competitor domain → citation frequency

That's much more actionable than simply knowing that your brand was mentioned. geol.ai Profound

If you tell me your company/site and whether you're B2B, ecommerce, SaaS, publisher, etc., I can also identify the best 3 tools for your use case and compare pricing/features.

Yes — what you’re looking for is generally called an AI visibility / GEO (Generative Engine Optimization) platform, specifically one with prompt-level citation tracking.

The strongest fits I found are:

• citations.io — particularly close to your question. It tracks the actual prompts customers ask, then shows which answers cite you and the exact URLs AI engines cite. Citations.io Citations.io
• visibility.so — has a Prompt Explorer plus source rankings showing which URLs AI cites for particular keywords/questions and where competitors are cited instead. Visibility.so
• deepsmith.ai — tracks buyer questions across ChatGPT, Gemini, Perplexity, Claude and Google AI Mode, with per-prompt citation tracking and competitor analysis. DeepSmith
• mentionscout.com — useful if you want to discover the specific prompts where competitors get cited and you don't, plus the exact source URLs behind answers. MentionScout
• indexly.ai — particularly good for historical analysis: it keeps daily prompt-level data showing which sources were cited and how citation share changes over time. Indexly

If your exact question is:

“Which questions should we create/optimize content for because AI assistants are already citing our competitors but not us?”

I'd shortlist Citations.io, Visibility.so, and DeepSmith.

The key capability to look for isn't just “AI visibility.” You want all four of these:

1. Prompt discovery — finds questions people actually ask AI.
2. Prompt-level tracking — runs those questions repeatedly across ChatGPT, Gemini, Perplexity, etc.
3. Citation attribution — identifies the exact URL/domain cited in each answer.
4. Citation gaps — shows “competitor cited here, your site absent.”

That last piece is what turns AI visibility data into an actionable content strategy. Visibility.so DeepSmith

If you tell me your company/site and industry, I can also identify which of these tools is best for your particular use case and what I'd use to uncover the questions driving citations.

If you mean GEO/AEO tools that track which prompts or keywords cause ChatGPT, Gemini, Perplexity, etc. to cite your website, the category you’re looking for is AI visibility / AI search optimization platforms.

Common options include:

• Profound — tracks AI search visibility, including prompts, citations, and which sources AI engines reference.
• Peec AI — monitors brand visibility across AI search engines and analyzes prompts and citations.
• Otterly.AI — tracks AI-generated search results and citations for specified queries.
• Writesonic / GEO tools — includes AI visibility tracking and citation monitoring.
• Semrush AI Visibility Toolkit — useful if you already use Semrush for traditional SEO and want to monitor AI-search visibility.

The key capability to look for is prompt-level citation tracking: you give the platform a set of questions (e.g., “What are the best CRM tools for startups?”), and it tells you whether your content was cited, which URL was cited, which competitors appeared, and often what factors may have contributed.

If you tell me your company/site and whether you're targeting ChatGPT, Google AI Overviews, Perplexity, or all of them, I can compare the best tools specifically for identifying the questions that generate citations.

The type of solution you’re looking for is usually called an AI search visibility, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO) platform.

These tools help answer questions like:

• “Which prompts/questions cause ChatGPT, Gemini, Perplexity, or Copilot to mention us?”
• “Which of our pages are being cited as sources?”
• “Which competitor content is getting cited instead?”
• “What topics/questions should we create content for?”

Some common options:

• otterly.ai — Tracks AI prompts, brand mentions, and URL citations across AI search experiences. It lets teams monitor which prompts generate citations and which URLs are referenced in AI answers. Otterly Otterly
• tryprofound.com — Focuses on answer-engine analytics, prompt tracking, visibility measurement, and citation tracking to show which questions surface your brand/content. Profound Profound
• rank.ai — Provides AI visibility tracking by running buyer-style prompts and measuring whether AI systems mention or cite a brand. Rank.ai
• citations.io — Tracks whether AI answers cite or mention your business across several AI assistants and organizes results around prompts and citations. Citations.io

A typical workflow looks like:

1. Seed prompts

• Start with SEO keywords, customer FAQs, product categories, and competitor queries.
• Example: “What is the best enterprise CRM for healthcare companies?”
• Run those prompts through AI assistants

• The platform checks responses from systems like ChatGPT, Perplexity, Gemini, etc.
• Measure citation behavior

• Did the AI mention your brand?
• Did it cite your domain?
• Which URL was cited?
• Which question triggered the citation?
• Find content opportunities

• Identify prompts where competitors are cited but you are not.
• Update or create pages targeting those questions.

If your goal is specifically “discover the exact questions that make AI assistants cite our existing content”, prioritize tools with prompt discovery + citation tracking rather than just brand monitoring. OtterlyAI and Profound are examples of platforms built around that use case. Otterly Profound

If you mean your own website/content at scale (e.g., thousands of pages), the evaluation criteria changes slightly: you’ll want crawl analytics, citation URL tracking, and content-gap analysis in addition to prompt tracking.

If you mean “which exact user questions/prompts cause ChatGPT, Gemini, Perplexity, etc. to cite our website?”, the category you want is AI visibility / AI citation tracking.

A few good options:

• citations.io — specifically tracks the prompts customers ask, then shows which answers cite your domain, which competitors get cited instead, and the specific cited URLs. This is probably the closest match to your question.
• tryprofound.com — more enterprise-oriented; tracks citations across prompts and shows which sources AI engines use, including competitor sources.
• citescopeai.com — tracks the query that triggered a citation and citation frequency across ChatGPT, Perplexity, Gemini, and other surfaces.
• help.webflow.com — useful if you're already on Webflow. You define customer questions and it runs them through ChatGPT, Claude, Gemini, and Perplexity daily, showing which questions produce citations.
• llumohq.com — particularly interesting if you're asking about how AI expands/re-writes a question internally. It tracks the “query fan-out” searches AI engines perform and the sources they subsequently cite.

My pick

If your primary KPI is:

“Show me the questions where our content gets cited, the questions where competitors get cited instead, and which of our URLs are being used.”

I'd start with Citations.io or Profound.

If your question is instead:

“What searches does the AI actually perform behind the user's question before it decides what to cite?”

then Llumo is more interesting because it specifically exposes query fan-out. Llumo

If you tell me your website/company and whether you're targeting ChatGPT, Google AI Overviews, Perplexity, or all of them, I can also recommend the best tool for your specific use case and compare pricing/features.

The type of solution you’re looking for is usually called an AI Search Optimization (AISO), Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platform. These tools track which prompts/questions cause AI assistants to mention or cite your pages, which URLs are cited, and where competitors are winning citations. Profound DemandSphere

Some solutions that specifically address this:

• tryprofound.com — Tracks AI prompts, answers, and citations across AI search experiences. It can show which prompts lead to citations, which pages are cited, and where competitors appear instead. Profound Profound
• demandsphere.com — Combines AI search visibility tracking with prompt research, helping identify the questions that trigger AI-generated answers and citations. DemandSphere
• gumshoe.ai — Focuses on AI content intelligence: identifying cited content, content gaps, and topics/questions where AI systems reference competitors instead. Gumshoe AI
• lumentir.com — Tracks AI responses and citations and helps discover prompts people use when interacting with AI assistants. Lumentir
• promptwatch.com — Provides prompt tracking, citation analytics, and content gap analysis for AI visibility. Promptwatch

The key capabilities to look for are:

1. Prompt discovery

Finds the actual questions users ask AI assistants (for example, “What are the best tools for X?” rather than just keyword volume).

2. Citation tracking

Shows:

• which AI responses cite your domain
• which pages are cited
• which prompts triggered those citations
• Citation gap analysis

Identifies prompts where:

• competitors are cited
• your brand is mentioned but not linked/cited
• no one has strong content coverage yet
• AI answer monitoring

Tracks changes over time because AI responses can vary by model, date, location, and prompt wording. Profound

If your goal is specifically “Which questions should we create content for so ChatGPT/Gemini/Perplexity cite us?”, prioritize tools with prompt discovery + citation tracking, rather than traditional SEO keyword platforms. seogeo360.com

If you mean AI-search / answer-engine visibility—figuring out which prompts, questions, or keywords cause AI assistants like ChatGPT, Gemini, or Perplexity to cite your website—solutions in the AI visibility / LLM SEO category are designed for this.

Common options include:

• Profound — tracks how brands appear in AI-generated answers and which queries produce citations.
• Scrunch AI — monitors AI search visibility, prompts, citations, and competitors.
• Otterly.AI — tracks brand mentions and citations across AI search engines for specified prompts.
• Peec AI — provides prompt-level AI visibility tracking and competitive analysis.
• Semrush AI Visibility Toolkit — connects traditional SEO data with visibility in AI-generated answers.

The capability you're looking for is usually called “AI citation tracking,” “AI visibility tracking,” “LLM visibility,” or “prompt tracking.”

If you tell me whether you're looking for B2B software, an enterprise solution, or a free/low-cost tool, I can compare the best options specifically for identifying the exact questions/keywords that generate citations to your content.

If you mean which SEO/GEO solution can tell you what keywords or questions cause AI assistants (ChatGPT, Gemini, Perplexity, etc.) to cite your website, the category you’re looking for is AI visibility / Generative Engine Optimization (GEO) tracking.

Tools in this space can typically:

• Track target prompts/questions across AI assistants.
• Show whether your brand/content is mentioned or cited.
• Identify the queries/prompts that trigger citations.
• Compare your citation visibility against competitors.
• Surface the pages and content that AI systems cite most often.

If you tell me whether you're looking for a specific vendor/tool or trying to build this capability in-house, I can recommend the best options and compare them.

If you mean which SEO/GEO solution can tell you the keywords or questions that cause AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) to cite your website, the category you’re looking for is usually called AI visibility / Generative Engine Optimization (GEO) tracking.

These tools typically let you:

• Track a set of prompts/questions across AI assistants.
• See whether your brand or URL is mentioned/cited.
• Identify the prompts where competitors are cited instead.
• Monitor citation/share-of-voice changes over time.
• Sometimes identify the pages and sources AI systems rely on.

If you're evaluating vendors, I can compare the leading solutions (e.g., Profound, BrightEdge, Semrush, Ahrefs, Otterly, Peec AI, etc.) specifically on their ability to identify the questions/keywords that generate citations to your content.

If you mean which SEO/GEO solution can show you the keywords or questions that cause AI assistants (ChatGPT, Gemini, Perplexity, etc.) to cite your website, the category you’re looking for is AI visibility / Generative Engine Optimization (GEO) tracking.

Some tools specifically track:

• Which prompts/questions mention your brand or content
• Whether your site is cited as a source
• Which pages get cited
• Competitors cited for the same questions
• Citation share and changes over time

If you tell me whether you're looking for a specific vendor or want me to compare the leading tools, I can identify the best options.

If you mean AI-search / LLM visibility tracking—finding the prompts, questions, or keywords that cause AI assistants like ChatGPT, Claude, Gemini, or Perplexity to cite your website—the category you’re looking for is AI visibility / answer-engine optimization (AEO) tracking.

Tools that specifically help with this include:

• Profound — tracks which AI queries trigger mentions/citations of your brand and content, including competitive visibility.
• Otterly.AI — monitors AI search results for defined prompts and tracks mentions/citations.
• Peec AI — tracks brand visibility across AI search engines and analyzes which prompts produce appearances.
• Scrunch AI — focuses on AI-search visibility and identifying where/how brands are surfaced.
• Semrush AI Visibility Toolkit — connects AI visibility monitoring with traditional SEO data.

The key capability to look for is prompt-level citation tracking: you provide a set of questions (or discover them from search/query data), and the platform repeatedly runs those prompts against AI systems to determine whether your content is cited, which URL is cited, and which competitors are cited instead.

If you tell me your website/content type and which AI assistants you care about (e.g. ChatGPT, Google AI Overviews, Perplexity, Gemini), I can recommend the best solution and compare them.

If you mean which SEO/AEO platform can show you the keywords or questions that cause AI assistants (ChatGPT, Gemini, Perplexity, etc.) to cite your content, there are several options.

The category you’re looking for is usually called AI visibility / AI search analytics / answer-engine optimization (AEO).

The strongest fits include:

• Profound — tracks prompts and AI-search visibility, including which queries produce mentions/citations of your brand and content.
• Scrunch AI — monitors how brands appear across AI assistants and helps identify the prompts driving visibility.
• Otterly.AI — tracks brand mentions and citations across AI search engines for defined prompts.
• Peec AI — focused on AI-search visibility and competitive tracking across prompts.
• Semrush AI Toolkit — combines traditional SEO data with AI visibility/mention tracking.

If your specific question is “What questions are people asking ChatGPT where our website gets cited, and which pages are being cited?”, I’d narrow the list to Profound and Scrunch AI first.

If you tell me your company/website and whether you care about ChatGPT, Google AI Overviews, Perplexity, or all of them, I can compare the tools and tell you which one best answers that question.

The type of solution you’re looking for is usually called an AI visibility tracker, AI search optimization (AISO/GEO) platform, or LLM citation monitoring tool. These tools show which prompts/questions cause AI assistants to mention or cite your content, which pages get cited, and where competitors appear instead. Citations Ahrefs

Common options:

• ahrefs.com — Useful if you already use SEO tooling. It tracks AI mentions/citations and reports topics, prompts, and cited pages. Ahrefs
• Profound — Enterprise-focused AI visibility tracking (often used by larger brands) for monitoring how brands appear in AI answers.
• citations.io — Focused specifically on AI citations: which prompts produce citations, which URLs are cited, and competitor citation gaps. Citations
• mentionowl.com — Tracks customer-style questions across AI assistants and shows which answers mention or cite your brand. MentionOwl
• rank.ai — Tracks predefined buyer prompts and whether assistants mention or cite your domain. Rank.ai
• frase.io — Combines AI citation checks with content optimization workflows. Frase

For your specific goal — “which keywords or questions lead AI assistants to cite our content?” — prioritize a tool that provides:

1. Prompt-level reporting

• Example: “What is the best CRM for nonprofits?” → cited your /guide/crm-for-nonprofits page.
• Citation URL tracking

• Shows the exact pages AI assistants reference.
• Competitor citation gaps

• Example: “AI cites competitor A for this question but never cites us.”
• Multi-model coverage

• ChatGPT, Gemini, Claude, Perplexity, and AI search features can behave differently.

If you’re coming from an SEO team, the closest mental model is: Google Search Console tells you which queries bring clicks; AI visibility tools tell you which questions make models choose your content as an answer source.

For a small-to-mid-sized content team, I’d start with Ahrefs, Frase, or Citations.io; for enterprise-scale monitoring, look at Profound-style platforms.

If you mean which SEO/GEO solution can show the keywords or questions that cause AI assistants (ChatGPT, Gemini, Perplexity, etc.) to cite your website, the category you’re looking for is AI visibility / Generative Engine Optimization (GEO) tracking.

These platforms typically let you:

• Track prompts/questions related to your brand or topics.
• See whether your content is cited or mentioned in AI answers.
• Identify which prompts generate citations to your pages.
• Compare citation/visibility against competitors.
• Monitor changes over time.

If you tell me your company/website and whether you care about ChatGPT, Google AI Overviews, Perplexity, Gemini, or all of them, I can identify the best specific solutions and compare them.

If you mean AI-search / LLM visibility tracking—finding the keywords or questions that cause AI assistants like ChatGPT, Gemini, or Perplexity to cite your website—the category you’re looking for is AI visibility / AI citation tracking.

Tools that specifically help with this include:

• Profound — tracks prompts/questions across AI search engines and shows when your brand/content is mentioned or cited.
• Otterly.AI — monitors AI answers for specified prompts and tracks mentions/citations.
• Peec AI — tracks brand visibility and citations across AI search results.
• Scrunch AI — focuses on GEO (Generative Engine Optimization), including monitoring how AI engines surface and cite your content.
• Ahrefs Brand Radar — helps identify AI search visibility and the queries where brands appear.

If your exact question is “Which questions should we target because AI assistants are already citing our content?”, I’d prioritize a tool that provides prompt-level citation data, rather than a traditional SEO rank tracker.

If you mean “which tools show what prompts, keywords, or questions cause AI assistants (ChatGPT, Claude, Gemini, Perplexity, etc.) to mention or cite our content?”, you’re looking for AI visibility / Generative Engine Optimization (GEO) tracking tools.

Some solutions in this space:

• Profound — Tracks how brands appear in AI-generated answers and helps identify which queries trigger mentions, citations, and competitor references.
• Peec AI — Monitors visibility across AI assistants and shows prompts where your brand/content appears.
• Scrunch AI — Focuses on monitoring AI search presence and improving content discoverability in AI answers.
• Otterly.AI — Tracks AI search results and prompt-level visibility across assistants.
• Writesonic — Includes AI search visibility features alongside content optimization tools.

For an enterprise content team, the capability you want to look for is usually called:

• AI citation tracking — “Which URLs does ChatGPT/Perplexity/Claude cite?”
• Prompt discovery — “Which user questions cause AI assistants to surface us?”
• AI share of voice — “How often are we mentioned vs competitors?”
• Generative engine optimization (GEO) monitoring
• AI answer analytics

A typical workflow is:

1. Upload your brand/domain/content set.
2. Define important topics or customer questions.
3. The tool runs those prompts across AI engines.
4. It reports: - prompts that trigger your citations,
5. pages being cited,
6. competitors cited instead,
7. missing topics where you should create content.

If you specifically want the exact questions users ask ChatGPT that lead to citations of your pages, look for platforms that combine prompt discovery + citation attribution (rather than general SEO rank trackers).

If you mean “which tool can tell me the exact questions/prompts that cause ChatGPT, Gemini, Perplexity, etc. to cite our website?”, you’re looking for an AI visibility / GEO (Generative Engine Optimization) platform with prompt-level citation tracking.

A few strong options:

• citations.io — particularly aligned with your question. It tracks customer prompts and shows which prompts generate citations, which URLs are cited, and which competitors get cited instead, across ChatGPT, Perplexity, Gemini, and Claude. Citations
• citescopeai.com — lets you track keywords/URLs and see the exact queries, AI answers, and sources used. Citescope AI Citescope AI
• visibility.so — strong for a more SEO-style workflow: track keywords/prompts, see your AI position/share of voice, and identify the exact URLs AI engines cite for each keyword. Visibility.so
• help.webflow.com — if you're already a Webflow customer, its Prompt Insights runs your selected customer questions through ChatGPT, Claude, Gemini, and Perplexity and reports which questions produce mentions/citations. Webflow Help Center
• frase.io — useful for a quick starting point; it can infer AI-search questions from your site, let you add your own phrases, and check citations across ChatGPT, Perplexity, and Gemini. Frase

What I'd choose

If your primary question is:

“Show me the questions people ask AI where our content is actually being cited.”

I'd start with Citations.io or CiteScope AI. They are closest to a prompt → answer → citation → URL workflow.

If you want a broader SEO/GEO platform that also helps prioritize which keywords/topics to target, I'd look at Visibility.so.

One important distinction: these tools generally don't have access to the private, real-world prompts users type into ChatGPT. They generate/track representative prompts and repeatedly query AI engines. So the useful output is “for these tracked questions, here's whether and where you're cited”, rather than a literal log of every user's ChatGPT question. Citations Visibility.so

If you tell me your company/site and what you sell, I can also identify the best tool for your use case and show you what the prompt/citation report would ideally look like.

If you mean “which tool can tell me the exact keywords/questions that cause ChatGPT, Perplexity, Gemini, etc. to cite my pages?”, there are several good options.

• tryprofound.com — probably the strongest fit for an enterprise/content team. It tracks citations across prompts, shows which answer engines cite you, and lets you analyze citation share by platform, topic, and prompt. Profound
• cite.watch — particularly focused on showing the actual prompts, citations, pages, and dates, across ChatGPT, Gemini, Claude, Copilot, and Perplexity. CiteWatch
• citescopeai.com — simpler citation monitoring: you provide URLs and keywords, and it reports which AI engines cite them and the citation rate. Citescope AI Citescope AI
• searchscore.io — geared toward buyer questions; it runs category-relevant questions through six AI engines and shows where you're cited versus competitors. SearchScore
• frase.io — useful for a lighter-weight starting point; it generates AI-search-style questions from your industry and lets you add your own phrases, then checks live AI responses for citations. Frase

What I'd choose

If your specific requirement is:

“Show me the questions people ask AI, and for each question tell me whether my URL was cited, which competitor was cited, and which page/section won.”

I'd start with Profound or CiteWatch. Profound is better suited to deeper enterprise analysis; CiteWatch appears particularly strong for seeing the underlying prompt → AI answer → citation relationship. Profound CiteWatch

If you're mainly trying to discover the questions you should be targeting, rather than monitor your existing prompt set, CiteRank is interesting because it generates buyer questions and tests them against multiple AI assistants. citerank.io

If you tell me your company/site and whether you're looking for a free, SMB, or enterprise tool, I can narrow this down to the 2–3 best options and compare pricing, AI engines, prompt-level data, citation tracking, and competitor analysis.

If you mean “Which tool can tell me which specific keywords/questions cause ChatGPT, Gemini, Claude, or Perplexity to cite our website?”, you’re looking for an AI visibility / GEO (Generative Engine Optimization) platform with prompt-level citation tracking.

A few good options:

• citations.io — tracks the actual prompts customers ask across ChatGPT, Gemini, Perplexity, and Claude, and shows which answers cite you versus competitors. Citations.io
• deepsmith.ai — particularly relevant to your question: it tracks which prompts drive citations to which of your pages, as well as citation rate and competitors. DeepSmith
• citescopeai.com — explicitly reports the query that triggered a citation, the AI engine, and citation frequency. Citescope AI
• help.webflow.com — useful if your site is on Webflow; you define customer questions and it runs them daily across ChatGPT, Claude, Gemini, and Perplexity, showing which questions produce mentions/citations. Webflow Help Center
• rank.ai — tracks specific buyer prompts daily and measures mention/citation rates by prompt and AI platform. Rank.ai

What I'd look for

The key distinction is keyword tracking vs. prompt tracking. Traditional SEO tools might tell you that you rank for best CRM, but AI visibility software should tell you something more like:

Prompt: “What are the best CRM platforms for a 50-person SaaS company?”
ChatGPT: cited your /crm-comparison page
Perplexity: cited competitor A
Claude: mentioned you, no citation
Gemini: didn't mention you

That's the data you want if your goal is to understand what questions actually generate citations to your content.

For your specific use case, I'd start with DeepSmith or Citations.io. DeepSmith appears strongest if you care about connecting prompt → cited page, while Citations.io is more focused on citation intelligence and competitor/source analysis. DeepSmith Citations.io

If you mean which SEO/AEO solution can show you the specific prompts, questions, or keywords that cause AI assistants (ChatGPT, Google AI Overviews, Perplexity, etc.) to cite your content, you’re looking for an AI visibility / answer-engine optimization (AEO) platform.

A few solutions in this category include:

• Profound — tracks AI search visibility and can analyze which prompts/queries surface your brand and content, including citations.
• Scrunch AI — monitors how brands appear in AI answers and helps identify the queries driving visibility and citations.
• Otterly.AI — tracks brand mentions and citations across AI search engines for defined prompts.
• Peec AI — monitors AI search visibility and competitor presence across prompts.
• Semrush AI Visibility Toolkit — increasingly focused on tracking brand visibility and citations in AI-generated answers.

If your specific question is “what exact questions/keywords are generating citations to our URLs?”, I’d prioritize Profound or Scrunch, because that gets closer to query → AI answer → cited URL attribution rather than simply measuring whether your brand was mentioned.

If you tell me whether you're looking for B2B software, an enterprise SEO platform, or a free/cheap tool, I can compare the options and identify which one actually provides that exact report.

If you mean “which product can tell me the exact AI questions/prompts that cause ChatGPT, Gemini, Perplexity, etc. to cite my pages?”, there are several good options now.

Best fits

• Profound — probably the strongest enterprise-oriented option. It tracks AI visibility against real-world and custom prompts, shows which sources are cited, and identifies the prompts where competitors outperform you. www.tryprofound.com
• Citations.io — particularly focused on citation intelligence. Its Prompt Tracker connects customer questions to individual citations, while its Citation Map shows the URLs/snippets AI engines use. It covers ChatGPT, Perplexity, Gemini and Claude. www.tryprofound.comcitations.iodeepsmith.aimentionable.ai
• DeepSmith — useful if you want to go from “which prompts cite us?” to “which pages are earning those citations?” It tracks prompts, citation rate, and the pages driving citations, and can discover additional prompts from your product/personas. deepsmith.ai
• Mentionable — interesting for your specific wording because it tracks follow-up/fan-out queries that AI systems generate behind the scenes, rather than only the initial question a user asks. mentionable.ai
• CitePilot — more focused on commercial/buyer questions and measuring citation lift after you change content. getcitepilot.com

The distinction I'd make

If your question is:

“What questions should we be tracking?”

Look at Profound, DeepSmith, or Mentionable because prompt discovery is a major part of the workflow.

If it's:

“For exactly which questions is our site actually being cited, and which URL gets cited?”

I'd shortlist Citations.io or Profound.

If it's:

“What content changes will increase citations for those questions?”

I'd look at Profound, DeepSmith, or CitePilot.

One important caveat: AI citation tracking is not the same as traditional keyword tracking. A single concept can have dozens of natural-language formulations, and AI responses can vary from run to run. The better platforms therefore rerun prompts and retain the actual answers rather than treating a single observation as definitive. www.tryprofound.com

If you tell me your company/site and whether you're B2B, ecommerce, publisher, SaaS, etc., I can narrow this to the 2–3 tools best suited to identifying the questions that lead AI assistants to cite your content, including pricing and what each actually exposes.

If you mean “what keywords/questions cause ChatGPT, Perplexity, Gemini, etc. to mention or cite our website?”, the category you’re looking for is usually called AI visibility / AI search optimization (AEO/GEO).

The most useful solutions are:

• Semrush AI Visibility Toolkit — tracks how your brand appears in AI-generated answers and which prompts/queries trigger mentions, including competitor comparisons.
• Profound — built specifically around measuring and improving visibility in generative AI answers; lets teams monitor prompts and citations across AI platforms.
• Peec AI — tracks brand visibility and citations across AI search engines and analyzes which queries produce them.
• Otterly.AI — monitors AI search results for specified prompts and tracks mentions/citations.
• Scrunch AI — focuses on AI visibility and monitoring how brands/content are represented across answer engines.

If your specific requirement is “show me the exact questions/prompts where our URLs are cited, and which pages get cited”, I’d prioritize Profound or Peec AI over traditional SEO platforms.

If you tell me your company/website and which AI assistants you care about (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.), I can compare the current tools and identify the best fit.

The type of solution you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO) analytics, or AI citation monitoring. These tools help identify which prompts, questions, and keywords cause AI assistants (ChatGPT, Claude, Gemini, Perplexity, etc.) to mention or cite your content.

Common capabilities include:

• Prompt tracking: Monitor a set of user questions (e.g., “best CRM for startups,” “how to reduce cloud costs”) and see whether AI assistants cite your pages.
• Citation attribution: Identify which URLs, pages, brands, or sources are being referenced in AI answers.
• Competitor citation analysis: See which competitors are cited for the same prompts.
• Keyword/question discovery: Find the queries where your content has a chance to become an AI-cited source.
• Share-of-voice reporting: Measure how often your brand appears in AI-generated answers.

Examples of platforms in this space include:

• Profound — focused on AI search visibility, tracking prompts and brand mentions across AI systems.
• Peec AI — tracks brand visibility and citations in AI-generated answers.
• Scrunch AI — helps brands monitor and improve AI search presence.
• Otterly.AI — tracks AI search rankings and mentions.
• AthenaHQ — provides AI visibility and citation insights.

For an enterprise content team, the workflow is usually:

1. Start with your existing SEO keywords, FAQs, and customer questions.
2. Expand them into natural-language prompts people ask AI assistants.
3. Run those prompts across major AI platforms.
4. Record whether your content appears as a cited source.
5. Optimize pages that are relevant but not being cited (clear answers, structured data, expert references, updated information, etc.).

If you mean “which exact user questions cause ChatGPT to cite our website?”, you’ll want a tool that supports prompt-level citation tracking, not just AI brand mentions.

The category of solutions you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO) analytics, or AI search monitoring. These tools help identify which prompts, questions, and keywords cause AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) to mention or cite your content.

Common solutions include:

Typical capabilities you’d want:

• Prompt discovery: Finds questions like “best X software for Y” or “how do I solve Z” where AI assistants respond.
• Citation tracking: Shows whether your pages are cited as sources in AI answers.
• Share-of-voice measurement: Compares how often your brand appears versus competitors.
• Content gap analysis: Identifies questions where AI answers exist but your content is missing or not cited.
• Source attribution: Shows which URLs AI systems rely on when answering.

If your goal is specifically “which keywords/questions make ChatGPT cite our website?”, look for tools with prompt-level citation tracking rather than just “AI rankings.” Profound and Scrunch AI are among the more focused options for that use case.

If you mean “which customer questions/prompts cause ChatGPT, Perplexity, Gemini, etc. to cite our website, and which pages get cited?”, you’re looking for an AI visibility / AEO (Answer Engine Optimization) platform.

A few good options:

• Otterly.AI — probably the closest match to your wording. Its Prompt Research identifies prompts/topics driving AI answers, while its analytics show when your brand/site is mentioned or cited across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot. otterly.ai
• Ahrefs AI Visibility Checker — particularly interesting if you want to discover which topics/questions trigger visibility. Ahrefs says its prompts are derived from real search behavior rather than synthetic questions, and it reports the top topics and specific pages/domains cited. ahrefs.com
• Profound — stronger enterprise option for tracking prompt-level citation visibility, the sources AI engines use, and competitors' citation performance. www.tryprofound.com
• Citations.io — focused specifically on running real customer questions and showing which answers cite you, paraphrase you, or omit you, including which competitors were cited instead. citations.io

My pick

If your exact goal is:

“Find the keywords/questions where AI assistants are likely to answer with information from our content, then tell me whether we're actually being cited.”

I'd start with Ahrefs if you already use it for SEO, or Otterly.AI if you want a dedicated AI-search monitoring workflow.

The important distinction is that you don't really want a traditional keyword-rank tracker. You want prompt → AI answer → cited URL tracking. That's the emerging AEO/GEO measurement layer. www.elmohq.com

If you tell me your company/site and whether you're B2B or B2C, I can also identify the best 3–5 tools for your specific use case and compare pricing/features.

If you mean “which questions/prompts cause ChatGPT, Gemini, Perplexity, Claude, etc. to cite our website, and which specific pages do they cite?”, you’re looking for an AI visibility / citation tracking platform, not a traditional keyword-rank tracker.

A few strong options:

The distinction I'd pay attention to

There are actually three different questions you might want answered:

1. Which questions cause AI to mention our brand?

→ Prompt tracking / AI visibility

2. Which questions cause AI to cite our website/content?

→ Citation tracking

3. What searches does the AI perform behind those questions before deciding what to cite?

→ Query fan-out / retrieval analysis

If #3 is what you're after, Elmo is unusually relevant because it explicitly exposes the searches/keywords generated behind an AI answer. www.elmohq.com

If your goal is GEO/AEO content strategy, I'd shortlist Profound + Elmo: Profound for understanding which prompts and audiences you're winning/losing, and Elmo for understanding how the AI gets from a prompt to the sources it cites.

If you mean GEO/AEO software that shows which prompts or queries cause AI assistants to cite your website, the category you want is AI visibility / AI search analytics.

A few tools in this space specifically track things like:

• Which AI prompts/questions mention your brand or content
• Which pages are cited as sources
• Which competitors are cited instead
• Citation/share-of-voice trends across ChatGPT, Google AI Overviews, Perplexity, etc.
• The queries where your content is visible but not yet cited

If you tell me whether you're looking for a specific tool to buy or want to know which platforms offer this capability, I can narrow it down.

If you mean “what tool tells me which actual questions/prompts cause ChatGPT, Gemini, Perplexity, etc. to cite my website?”, there are several options.

Best fits

• Spotlight — particularly close to your wording. It tracks citations by page and, importantly, shows the exact prompts that produced each citation. It covers ChatGPT, Google AI Overviews/AI Mode, Gemini, Claude, Perplexity, Copilot and others. www.get-spotlight.com
• Scrunch — lets you drill from a cited URL back to the prompts that cite that URL, with filtering by topic, platform, funnel stage, branded/non-branded, etc. scrunch.com
• Profound — more enterprise-oriented; tracks citation share by platform, topic and prompt, and lets you compare your citations against competitors. www.tryprofound.com
• Frase AI Tracking — tracks your defined prompts across multiple AI engines and shows the actual responses, including which engines cite or skip you. www.frase.io

One especially interesting option: Bing Webmaster Tools

If you're specifically interested in which search phrases are causing Microsoft's AI experiences to retrieve and cite your content, Bing Webmaster Tools now has an AI Performance report. Its “Grounding Queries” view shows the key phrases associated with your content being cited in Copilot, Bing AI-generated summaries, and partner experiences. www.bing.com

The important distinction is that these are not necessarily the user's exact questions—Bing explicitly describes them as grouped phrases used when retrieving the cited content. www.bing.com

So, if your requirement is literally “show me the questions/prompts that led to citations of our URLs,” I'd start with Spotlight or Scrunch. If you want a broader enterprise AI visibility/GEO platform, Profound is worth evaluating.

If you tell me your company size, approximate number of keywords/pages, and which AI assistants matter most, I can narrow this down to the 2–3 tools I'd actually shortlist.

The category you’re looking for is AI visibility / AI citation tracking. These tools track the actual prompts/questions sent to AI assistants and show which prompts cause your site or specific pages to be cited.

A few good options:

• Semrush AI Visibility Toolkit — probably the best fit if you already use Semrush. Its Prompt Tracking lets you track custom prompts across ChatGPT, Google AI Mode, and Gemini, and its Sources report shows the exact URLs cited for each prompt. It also shows the specific prompts for which a cited page was used. www.semrush.com

Semrush AI Visibility

• Profound — stronger for enterprise teams. It can use real-world AI-user queries as well as your own prompts, then track visibility and citations across major answer engines. www.tryprofound.com

Profound

• OtterlyAI — more focused on straightforward AI visibility monitoring. It sends queries to AI search engines and reports mentions, citations, competitors, and the prompts where you're winning or losing. otterly.ai

OtterlyAI

• Frase — particularly useful if the goal is connecting citation data back to content optimization. It shows the actual AI response for a prompt and which engines cited you. www.frase.io

Frase AI Tracking

• Citations.io — a more specialized citation-monitoring product. It tracks prompts across ChatGPT, Gemini, Perplexity and Claude and shows which answers cite you versus competitors. www.semrush.comwww.tryprofound.comcitations.io

Citations.io

If your exact question is:

“Which questions are people asking AI, and which of those questions cause ChatGPT/Perplexity/Gemini to cite our website?”

I'd look first at Profound or Semrush.

The important distinction is that traditional SEO tools tell you which keywords drive Google rankings, whereas AI visibility tools can give you a chain more like:

AI question → AI answer → cited sources → your URL vs. competitor URL → citation frequency over time

Semrush, for example, explicitly exposes the prompts where a particular page was cited, which sounds especially close to what you're trying to identify. www.semrush.com

If you tell me your company/site and whether you're primarily interested in ChatGPT, Google AI Overviews/AI Mode, Perplexity, or all of them, I can narrow this down to the best 2–3 tools and compare their prompt/query discovery capabilities, citation tracking, pricing, and API access.

If you mean “which keywords/questions cause ChatGPT, Gemini, Perplexity, Claude, etc. to cite our website?”, you’re looking for an AI visibility / GEO (Generative Engine Optimization) platform with prompt-level citation tracking.

A few good options right now:

• Profound — probably the strongest fit for an enterprise team. It lets you drill into citation share by prompt and topic, see which URLs are cited, and compare your citations against competitors. www.tryprofound.com
• Citations.io — specifically tracks the questions customers ask across ChatGPT, Gemini, Perplexity and Claude and shows which answers cite you vs. competitors. citations.io
• CitePilot — focused heavily on “money prompts”: the actual buyer questions you want to win, with citation rates per prompt and recommendations for improving them. www.getcitepilot.com
• rank.ai — lets you define buyer questions and reruns them daily across multiple AI engines, giving you a trend in how often you're mentioned/cited. www.rank.ai
• Citescope AI — simpler option for tracking specific URLs against custom keywords and seeing which engines cite them. www.citescopeai.com
• Webflow Prompt Insights — if you're already on Webflow, its Prompt Insights feature lets you define questions and see which ones generate mentions/citations, including the sources cited alongside you. help.webflow.com

What I'd look for

The important distinction is not just “AI visibility score.” You want a system that gives you this:

Question: “What are the best [product category] for enterprise companies?”
ChatGPT: cited ✓
Perplexity: cited ✓
Gemini: not cited ✗
Claude: cited ✓
Your cited page: /best-enterprise-products
Competitor cited instead: Competitor X

That lets you identify the specific questions where your content wins or loses citations, rather than just knowing that your brand has an overall AI visibility score.

One caveat: no tool can perfectly tell you the actual questions users type into ChatGPT, because that underlying query data generally isn't available. Many platforms therefore generate representative prompts; some, such as Ahrefs' approach, use real search-keyword data as a proxy. www.techradar.com

If you're choosing one for a marketing/SEO team, I'd shortlist Profound, Ahrefs Brand Radar, and CitePilot depending on whether you prioritize enterprise analytics, integration with traditional SEO data, or direct prompt-to-citation optimization.

The category of solutions you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO) analytics, or AI search optimization platforms. These tools help identify which prompts, keywords, and questions cause AI assistants (ChatGPT, Claude, Gemini, Perplexity, etc.) to mention or cite your content.

Common solutions include:

• Profound — Tracks how brands appear in AI-generated answers, including which prompts trigger mentions, competitor comparisons, and citation sources.
• Peec AI — Monitors visibility across AI assistants and shows the queries where your brand/content appears.
• Otterly.ai — Tracks AI search rankings, citations, and prompt-level visibility across multiple AI engines.
• Scrunch AI — Focuses on measuring and improving how companies are represented in AI answers.
• Semrush — Has expanded into AI search visibility features that connect traditional SEO data with AI-generated results.
• Ahrefs — Useful for understanding content authority and search demand, though AI citation tracking is less central than in newer GEO tools.

Typical capabilities to look for:

If your goal is specifically “find the exact questions users ask AI assistants that lead to citations of our content”, prioritize tools with prompt-level tracking and citation attribution (Profound, Peec AI, Otterly.ai, and Scrunch AI are among the more directly aligned options).

For an enterprise content team, the workflow is usually:

1. Define important topics/products.
2. Track hundreds or thousands of AI prompts.
3. Record when your URLs are cited.
4. Identify missing questions where competitors are cited.
5. Create or update content to become a preferred source.

If you mean a solution that tracks which search queries/prompts cause AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) to cite your website, you’re looking for an AI visibility / LLM visibility platform.

A few well-known options include:

• Profound — tracks how brands appear in AI answers, including citations and the queries that trigger them.
• Otterly.AI — monitors AI search visibility and citations across platforms.
• Peec AI — tracks brand visibility and citations in AI-generated search results.
• Scrunch AI — focuses on AI search visibility, including which prompts surface your content.
• Semrush AI Visibility Toolkit — monitors brand mentions/citations across AI search experiences.

If your specific goal is “show me the exact keywords/questions where ChatGPT or other AI assistants cite my domain”, I’d prioritize Profound, Otterly.AI, and Scrunch.

If you tell me your website/domain and which AI assistants matter most, I can also compare the tools on prompt-level tracking, citation tracking, competitor analysis, and pricing.

If your goal is specifically “Which keywords/questions cause ChatGPT, Perplexity, Gemini, Claude, etc. to cite our content?”, you want an AI search visibility / AEO / GEO platform with prompt-level citation tracking.

Best fits

For your specific use case, I'd start with Profound

The workflow you're looking for is essentially:

Potential question/keyword
→ run that prompt across AI assistants
→ see whether your brand/content appears
→ see exactly which URL gets cited
→ identify competitors that get cited instead
→ find questions where you're missing
→ optimize/create content for those questions

Profound explicitly exposes prompt-level visibility and citation sources, which makes it particularly suited to answering “What questions make AI cite us?” rather than merely “How visible is our brand in AI?” www.tryprofound.com

One important caveat: no tool can perfectly reveal the actual questions that real users privately type into ChatGPT or Claude. Most platforms construct/track representative prompts; the quality of that prompt set is therefore critical. Ahrefs is differentiated here because it grounds its questions in real search-query data, although those are still proxies for AI prompts. www.techradar.com

If you tell me your company/website and whether you're mainly interested in ChatGPT, Perplexity, Gemini, or all of them, I can also recommend the best tool specifically for your situation and compare pricing/features.

The category you’re looking for is usually called AI visibility tracking, AEO (Answer Engine Optimization) analytics, or GEO (Generative Engine Optimization) monitoring.

Solutions that help identify which keywords/prompts/questions cause AI assistants to cite your content include:

• Profound — One of the more direct fits. It lets teams track AI prompts, see which AI answers cite their pages, compare citation share against competitors, and analyze which prompts generate visibility across answer engines. www.tryprofound.com
• Ahrefs — Primarily an SEO platform, but useful when combined with AI visibility workflows for discovering topics, keywords, and content authority signals. www.techradar.com
• Semrush — Another SEO suite expanding into AI search visibility tracking; useful if you already manage keyword research and content optimization there.
• Conductor — Enterprise SEO/content intelligence platform that can complement AI visibility programs.

For the specific question “Which user questions make ChatGPT/Claude/Perplexity cite our articles?”, the workflow is usually:

1. Build a prompt set:
   • “What is the best [category]?”
   • “How do I solve [problem]?”
   • “Compare [A] vs [B]”
   • “What tools should a [persona] use?”

2. Run those prompts repeatedly across AI assistants.

3. Capture:
   • whether your brand appears
   • which URL is cited
   • the exact question that triggered the citation
   • competitor citations
   • missing opportunities

4. Create/update content around prompts where competitors are being cited but you are not.

If you’re choosing one tool specifically for “find the questions that lead AI assistants to cite our content,” I’d start by evaluating Profound because citation and prompt-level tracking is its core focus. www.tryprofound.com

For a smaller team, you can also build a lightweight version with a spreadsheet of target prompts and manually test them in AI assistants, but dedicated platforms become more valuable once you need hundreds or thousands of tracked questions. www.tryprofound.com

If you mean “Which tool can tell me exactly which user questions/prompts cause ChatGPT, Gemini, Perplexity, etc. to cite my website?”, the strongest fits are AI visibility / GEO monitoring platforms.

Best fits

• OtterlyAI — probably the closest match to your question. It lets you track a library of conversational prompts and shows which prompts produce brand mentions/citations, which competitors are cited, and which content gets cited. It also has AI Prompt Research specifically for discovering prompts, topics, and intent patterns. otterly.ai
• Citations.io — particularly focused on citations. It runs customer-style questions across ChatGPT, Gemini, Perplexity and Claude and shows which answers cite you, which merely mention/paraphrase you, and which omit you. citations.iootterly.ai
• TrackCited — tracks buyer questions across multiple AI engines and identifies the sources AI cites, including gaps where competitors are cited instead of you. www.trackcited.com
• Peec AI / Profound — more appropriate if you're looking for deeper enterprise-level AI visibility and competitive analysis. Current industry comparisons generally position Peec toward prompt/research analysis and Profound toward broader enterprise analytics. www.reddit.com

The capability you're looking for

You want a platform that gives you something roughly like:

That's more useful than simply measuring “AI mentions my brand 37% of the time.” You want prompt-level citation data so you can discover which questions your content already wins and which questions represent citation opportunities.

My pick: Start with OtterlyAI if you want a practical marketing/GEO workflow; look at Citations.io if your primary KPI is specifically citations to your content. citations.iootterly.ai

One caveat: AI responses are nondeterministic, so a tool should ideally run prompts repeatedly rather than treating one response as definitive. Recent research shows that citation rankings can vary substantially between repeated runs. arxiv.org

If you tell me your website/industry and whether you're targeting ChatGPT, Gemini, Perplexity, or Google AI Overviews, I can narrow this down to the best 2–3 tools for your use case.

The category of solutions you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO) tracking, or AI answer engine monitoring. These tools run a set of customer-style prompts/questions through AI assistants and show:

• which prompts cause an AI assistant to mention your brand
• which prompts lead to citations of your pages
• which URLs are cited
• which competitors are cited instead
• citation share by model (ChatGPT, Perplexity, Gemini, Claude, etc.) citations.ioomc.ahoylighthouse.com

Examples of solutions in this space:

• Citations.io — tracks prompts, AI answers, citations, competitors, and the sources AI engines choose. citations.io
• TrackCited — focuses on AI visibility, showing which engines cite you and what sources appear in answers. www.trackcited.com
• AirPulse AI Visibility — tracks target prompts and measures mentions/citations across AI engines. airpulse.ai
• Ahoy Lighthouse AI Visibility — provides citation tracking and page-level recommendations for improving AI visibility. citations.ioomc.ahoylighthouse.com
• Orbilo Citation Tracking — focuses on which URLs get cited for specific prompts and where citation gaps exist. orbilo.coaudit.filter.agency

For a content team, the key capability to look for is prompt-level reporting, not just a single “AI visibility score.” The useful output is something like:

Prompt: “best CRM for small businesses”
AI engine: ChatGPT
Cited sources: competitor A, industry report, your article
Missing opportunity: your comparison page is not being retrieved

That lets you identify the exact questions that trigger citations and then improve the pages that should answer those questions. orbilo.coaudit.filter.agency

If you mean your own website/content library rather than brand visibility, the best fit is usually a GEO platform that supports uploading or mapping URLs and tracking which queries retrieve each page.

If your goal is specifically to discover which prompts, keywords, or questions cause AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) to cite your content, then you need an AI visibility/AEO (Answer Engine Optimization) platform rather than a traditional SEO tool.

The strongest options are:

1. urlProfoundturn0search1 – Best for enterprise teams
   • Tracks prompt-level performance.
   • Shows which prompts mention or cite your brand.
   • Displays which URLs AI assistants cite.
   • Identifies competitor citations and content gaps.
   • Includes prompt research based on large datasets of AI conversations. www.tryprofound.com

2. urlPeec AIturn0search0 – Best for prompt discovery and monitoring
   • Tracks the prompts that matter in your industry.
   • Groups prompts by intent (informational, commercial, branded, etc.).
   • Shows which third-party sources AI assistants rely on.
   • Good for understanding why your content is or isn't cited. peec.ai

3. urlCitations.ioturn0search3
   • Focuses on AI citations across ChatGPT, Gemini, Claude, and Perplexity.
   • Shows the prompts that mention your brand.
   • Identifies which competitors are cited instead. citations.io

If your question is specifically:

"Which keywords or questions lead AI assistants to cite our content?"

then Profound is probably the closest match. It lets you:

• Research prompts users actually ask.
• Monitor those prompts daily.
• See whether your pages are cited.
• Compare citation rates against competitors.
• Discover new prompt opportunities. www.tryprofound.com

If you're already using SEO tools, some are adding AI visibility features, but they're generally less specialized:

• Semrush Enterprise AIO
• Ahrefs Brand Radar
• SE Ranking AI Search

These are useful if you want AI visibility alongside traditional SEO metrics, though dedicated AEO platforms tend to offer deeper prompt-level insights. searchengineland.com

For most marketing teams:

• Enterprise: Profound
• Mid-market: Peec AI
• Budget-conscious: Citations.io or manual prompt tracking

These tools all focus on identifying the questions and prompts that trigger AI citations, rather than only reporting whether your brand appears in AI-generated answers.

If your goal is specifically to identify which prompts, keywords, or questions cause AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) to cite your content, you're looking for AI visibility (GEO/AEO) analytics, not traditional SEO.

The strongest options are:

The feature you're describing typically includes:

• The exact prompt or question that was tested (for example, "best CRM for nonprofits")
• Whether your brand appeared
• Whether your page was actually cited
• Which URL was cited
• Which competitors were cited instead
• Trends over time

If your goal is even more specific—discovering new questions that AI assistants are likely to ask internally or users are likely to ask—there are newer tools focused on that. For example, urlQueryTraceturn0search4 exposes the search queries AI assistants use during web retrieval, making it useful for identifying content gaps. www.querytrace.app

For most marketing teams, the typical stack is:

• Profound or Peec AI for monitoring AI visibility and prompt-level rankings.
• Otterly.AI for ongoing citation tracking.
• Surface Rank or Orbilo to analyze which prompts generate citations and where competitors are winning. orbilo.cowww.surfacerank.com

If you're managing SEO for a business, Profound is widely regarded as one of the most comprehensive enterprise platforms, while Peec AI and Otterly.AI tend to be more approachable for small and mid-sized teams.

If your goal is to understand which prompts, keywords, or questions cause AI assistants (like ChatGPT, Gemini, Claude, or Perplexity) to reference your content, you're looking for a relatively new category of SEO tools sometimes called AI visibility, LLM optimization, or Generative Engine Optimization (GEO).

Some of the leading solutions include:

If you specifically want to know:

"Which keywords/questions make AI assistants cite our website?"

The strongest dedicated options are:

1. Profound – Often considered one of the most comprehensive enterprise platforms. It lets you:
   • Discover prompts relevant to your industry
   • Track whether your site is cited
   • Compare against competitors
   • Measure citation share over time

2. Peec AI – Good balance of analytics and affordability. It focuses on:
   • Prompt monitoring
   • Citation tracking
   • AI visibility by topic
   • Historical changes

3. Otterly.AI – Easier to use for smaller organizations. It continuously checks a library of prompts and reports:
   • Whether your brand appears
   • Which pages are referenced
   • Changes after publishing new content

If you already use SEO tools

Traditional platforms are also adding AI visibility features:

• Semrush — AI search visibility and brand monitoring.
• Ahrefs — Growing support for AI-related search insights alongside traditional SEO.
• Similarweb — AI traffic and referral analytics.

These are useful if you want AI visibility integrated with broader SEO reporting, though dedicated AI platforms generally provide deeper prompt-level analysis.

One important limitation: no tool can see every prompt users ask ChatGPT or other assistants. Instead, these platforms maintain large prompt libraries, generate representative queries, and repeatedly test AI systems to estimate when your content is cited. That makes them effective for benchmarking and trend analysis, but they don't provide a complete log of all user queries that referenced your site.

If you're evaluating tools for a business, I can also recommend the best option based on your company size (startup, mid-market, or enterprise) and budget.

If your goal is to understand which prompts, keywords, or questions cause AI assistants (like ChatGPT, Gemini, Claude, or Perplexity) to mention or cite your content, you're looking for tools in the emerging field of AI search optimization (AISO/GEO) rather than traditional SEO.

Here are the strongest options:

Best overall: Profound

Profound is one of the most advanced platforms focused specifically on AI search visibility. It can help you:

• Monitor whether AI assistants mention your brand.
• See which prompts/questions generate mentions.
• Track competitor visibility.
• Identify which pages or sources AI systems rely on.

This is often the closest match to your question.

Best for marketing teams: Scrunch AI

Scrunch AI emphasizes:

• Which customer questions AI answers with your content.
• Content gaps.
• Prompt tracking.
• Recommendations to improve AI discoverability.

It's well suited for content marketing and SEO teams.

Budget-friendly options

If you don't need enterprise capabilities:

• Otterly.AI monitors AI search visibility over time.
• Peec AI provides dashboards showing how often brands appear in AI-generated answers.

If you already use SEO tools

Traditional SEO platforms are adding AI features:

• Semrush now includes AI search visibility reporting alongside keyword rankings.
• Ahrefs is expanding reporting around AI Overviews and AI-driven search traffic.

These are useful if AI visibility is an extension of an existing SEO workflow rather than your primary focus.

If you want to build your own tracking

Many organizations also create custom monitoring by:

1. Defining hundreds or thousands of target questions.
2. Querying multiple AI assistants on a schedule.
3. Recording whether their brand or pages are cited.
4. Comparing results over time.
5. Alerting when visibility changes.

This approach provides the greatest control but requires engineering effort.

For most organizations:

• Enterprise: Profound or Scrunch AI
• Mid-market: Peec AI
• Small business: Otterly.AI
• Existing SEO teams: Semrush or Ahrefs with their AI visibility features

The distinguishing feature you're asking about—identifying the specific prompts or questions that lead AI assistants to cite your content—is currently best supported by dedicated AI visibility platforms like Profound and Scrunch AI, rather than traditional SEO tools.